Yes. Vocal Majority has 130 songs listed in a dataset used to train AI music models.

Used for training 130

songs in LAION-DISCO-12M under the artist name

A list of 12 million songs on YouTube Music, gathered by walking artist pages, that LAION published in 2024 for training general music models.

Including As Time Goes By, Medley: It Came Upon a Midnight Clear / Silent Night, Have a Little Talk With Myself

Listed under the artist name 130 songs in LAION-DISCO-12M

Matched exactly: this YouTube Music artist id is the one the dataset lists these songs under.

As Time Goes By

Listed as Vocal Majority – As Time Goes By (I’ll Be Seeing You) · Watch on YouTube

youtube_video 1Lh8ywj1K74 · row 1Lh8ywj1K74

LAION-DISCO-12M

Medley: It Came Upon a Midnight Clear / Silent Night

Listed as Vocal Majority – Medley: It Came Upon a Midnight Clear / Silent Night (Alleluia) · Watch on YouTube

youtube_video 1ccQMJE91Ac · row 1ccQMJE91Ac

LAION-DISCO-12M

Have a Little Talk With Myself

Listed as Vocal Majority – Have a Little Talk With Myself (Best of the Early Years) · Watch on YouTube

youtube_video 5ltTCSAgqk8 · row 5ltTCSAgqk8

LAION-DISCO-12M

Cantique De Noel (O Holy Night)

Listed as Vocal Majority – Cantique De Noel (O Holy Night) (The Secret of Christmas) · Watch on YouTube

youtube_video 6k_gdJfNx78 · row 6k_gdJfNx78

LAION-DISCO-12M

Alleluia

Listed as Vocal Majority – Alleluia (Alleluia) · Watch on YouTube

youtube_video 70aaIC0tfTA · row 70aaIC0tfTA

LAION-DISCO-12M

On a Wonderful Day Like Today

Listed as Vocal Majority – On a Wonderful Day Like Today (Best of the Early Years) · Watch on YouTube

youtube_video 7fDITCf3CzM · row 7fDITCf3CzM

LAION-DISCO-12M

O Holy Night

Listed as Vocal Majority – O Holy Night (Comfort & Joy) · Watch on YouTube

youtube_video BHPmKdgQeOQ · row BHPmKdgQeOQ

LAION-DISCO-12M

Girl of My Dreams

Listed as Vocal Majority – Girl of My Dreams (For God, Country & You) · Watch on YouTube

youtube_video BPYvvP8Lqp0 · row BPYvvP8Lqp0

LAION-DISCO-12M

I Wonder What You’re Doing for Christmas

Listed as Vocal Majority – I Wonder What You’re Doing for Christmas (The Secret of Christmas) · Watch on YouTube

youtube_video BYQl-4u2JiA · row BYQl-4u2JiA

LAION-DISCO-12M

Ave Maria

Listed as Vocal Majority – Ave Maria (For God, Country & You) · Watch on YouTube

youtube_video DtiHJTfYyXQ · row DtiHJTfYyXQ

LAION-DISCO-12M

Mack the Knife

Listed as Vocal Majority – Mack the Knife (I’ll Be Seeing You) · Watch on YouTube

youtube_video E-IeHBS-FaE · row E-IeHBS-FaE

LAION-DISCO-12M

O Come All Ye Faithful

Listed as Vocal Majority – O Come All Ye Faithful (The Secret of Christmas) · Watch on YouTube

youtube_video ED0CLOJ3qbE · row ED0CLOJ3qbE

LAION-DISCO-12M

Medley: Didn’t We / MacArthur Park

Listed as Vocal Majority – Medley: Didn’t We / MacArthur Park (Best of the Early Years) · Watch on YouTube

youtube_video EzrY56vxqgU · row EzrY56vxqgU

LAION-DISCO-12M

God Bless the U.S.A.

Listed as Vocal Majority – God Bless the U.S.A. (For God, Country & You) · Watch on YouTube

youtube_video Ft9SXDVE66g · row Ft9SXDVE66g

LAION-DISCO-12M

Caroling, Caroling

Listed as Vocal Majority – Caroling, Caroling (Comfort & Joy) · Watch on YouTube

youtube_video HAAlp2JVQd0 · row HAAlp2JVQd0

LAION-DISCO-12M

Meditation / Quiet Nights of Quiet Stars

Listed as Vocal Majority – Meditation / Quiet Nights of Quiet Stars (The Vocal Majority With Strings) · Watch on YouTube

youtube_video I018ETf-c-Y · row I018ETf-c-Y

LAION-DISCO-12M

Ave Maria

Listed as Vocal Majority – Ave Maria (White Christmas) · Watch on YouTube

youtube_video N9ZYFwAgeUc · row N9ZYFwAgeUc

LAION-DISCO-12M

With a Song in My Heart

Listed as Vocal Majority – With a Song in My Heart (Best of the Early Years) · Watch on YouTube

youtube_video R0mPbrLo6gc · row R0mPbrLo6gc

LAION-DISCO-12M

Lo, How a Rose E'er Blooming

Listed as Vocal Majority – Lo, How a Rose E'er Blooming (The Spirit of Christmas) · Watch on YouTube

youtube_video RN-H48Lc3iY · row RN-H48Lc3iY

LAION-DISCO-12M

I’ll Walk With God

Listed as Vocal Majority – I’ll Walk With God (How Sweet the Sound) · Watch on YouTube

youtube_video S_ZnkQvlvic · row S_ZnkQvlvic

LAION-DISCO-12M

Let It Snow, Let It Snow, Let It Snow

Listed as Vocal Majority – Let It Snow, Let It Snow, Let It Snow (White Christmas) · Watch on YouTube

youtube_video W38Hd0Qhwqc · row W38Hd0Qhwqc

LAION-DISCO-12M

All Is Well

Listed as Vocal Majority – All Is Well (The Spirit of Christmas) · Watch on YouTube

youtube_video XfwpEPbHPv4 · row XfwpEPbHPv4

LAION-DISCO-12M

You Keep Coming Back Like a Song

Listed as Vocal Majority – You Keep Coming Back Like a Song (For God, Country & You) · Watch on YouTube

youtube_video YlFArbnQA68 · row YlFArbnQA68

LAION-DISCO-12M

A Nightingale Sang in Berkeley Square

Listed as Vocal Majority – A Nightingale Sang in Berkeley Square (Best of the Early Years) · Watch on YouTube

youtube_video ZONDHsRrfM0 · row ZONDHsRrfM0

LAION-DISCO-12M

Medley: How Could You Believe Me / It’s a Sin to Tell a Lie

Listed as Vocal Majority – Medley: How Could You Believe Me / It’s a Sin to Tell a Lie (Best of the Early Years) · Watch on YouTube

youtube_video adXHjGFA5ow · row adXHjGFA5ow

LAION-DISCO-12M

Winter Wonderland

Listed as Vocal Majority – Winter Wonderland (Comfort & Joy) · Watch on YouTube

youtube_video bXtNoEoAWcg · row bXtNoEoAWcg

LAION-DISCO-12M

For Once in My Life

Listed as Vocal Majority – For Once in My Life (Best of the Early Years) · Watch on YouTube

youtube_video dqDR_UuX9lk · row dqDR_UuX9lk

LAION-DISCO-12M

Songs of Christmas Medley: Christmas Is Coming / Deck the Halls With Boughs of Holly / O Little Town of Bethlehem / The First Noel / Angels We Have Heard On High / Hark the Herald Angels Sing / Joy to the World

Listed as Vocal Majority – Songs of Christmas Medley: Christmas Is Coming / Deck the Halls With Boughs of Holly / O Little Town of Bethlehem / The First Noel / Angels We Have Heard On High / Hark the Herald Angels Sing / Joy to the World (Alleluia) · Watch on YouTube

youtube_video hdvHYCpMu4I · row hdvHYCpMu4I

LAION-DISCO-12M

Believe

Listed as Vocal Majority – Believe (Comfort & Joy) · Watch on YouTube

youtube_video htoNeglpohc · row htoNeglpohc

LAION-DISCO-12M

Medley: It’s Beginning to Look (A Lot) Like Christmas / Pine Cones and Holly Berries

Listed as Vocal Majority – Medley: It’s Beginning to Look (A Lot) Like Christmas / Pine Cones and Holly Berries (White Christmas) · Watch on YouTube

youtube_video j6bInqhx6zs · row j6bInqhx6zs

LAION-DISCO-12M

Medley: America the Beautiful / Give Me Your Tired, Your Poor

Listed as Vocal Majority – Medley: America the Beautiful / Give Me Your Tired, Your Poor (For God, Country & You) · Watch on YouTube

youtube_video jKsUNeFHUEk · row jKsUNeFHUEk

LAION-DISCO-12M

Sixteen Tons

Listed as Vocal Majority – Sixteen Tons (For God, Country & You) · Watch on YouTube

youtube_video k8dpEYA5a2I · row k8dpEYA5a2I

LAION-DISCO-12M

Baby, It’s Cold Outside

Listed as Vocal Majority – Baby, It’s Cold Outside (White Christmas) · Watch on YouTube

youtube_video kRBfW_wb5Yw · row kRBfW_wb5Yw

LAION-DISCO-12M

Ghost Writers in the Sky

Listed as Vocal Majority – Ghost Writers in the Sky (For God, Country & You) · Watch on YouTube

youtube_video lFyuEXDM2E0 · row lFyuEXDM2E0

LAION-DISCO-12M

Stormy Weather

Listed as Vocal Majority – Stormy Weather (I’ll Be Seeing You) · Watch on YouTube

youtube_video lbJNrX_eL7o · row lbJNrX_eL7o

LAION-DISCO-12M

Brother, Can You Spare a Dime

Listed as Vocal Majority – Brother, Can You Spare a Dime (For God, Country & You) · Watch on YouTube

youtube_video m6QO0B2IhHA · row m6QO0B2IhHA

LAION-DISCO-12M

Stardust

Listed as Vocal Majority – Stardust (I’ll Be Seeing You) · Watch on YouTube

youtube_video oIFJ5mpcrPQ · row oIFJ5mpcrPQ

LAION-DISCO-12M

September Song

Listed as Vocal Majority – September Song (The Vocal Majority With Strings) · Watch on YouTube

youtube_video ovrhJtd1JqU · row ovrhJtd1JqU

LAION-DISCO-12M

Little Altar Boy

Listed as Vocal Majority – Little Altar Boy (Alleluia) · Watch on YouTube

youtube_video qj3LXBTOyYU · row qj3LXBTOyYU

LAION-DISCO-12M

Waitin’ for the Robert E. Lee

Listed as Vocal Majority – Waitin’ for the Robert E. Lee (For God, Country & You) · Watch on YouTube

youtube_video qlPNOj13Dbs · row qlPNOj13Dbs

LAION-DISCO-12M

Old Man River

Listed as Vocal Majority – Old Man River (For God, Country & You) · Watch on YouTube

youtube_video rmBaRM-bIxM · row rmBaRM-bIxM

LAION-DISCO-12M

Silent Night

Listed as Vocal Majority – Silent Night (The Secret of Christmas) · Watch on YouTube

youtube_video s_m94miCRic · row s_m94miCRic

LAION-DISCO-12M

Rudolph the Red-Nosed Reindeer

Listed as Vocal Majority – Rudolph the Red-Nosed Reindeer (White Christmas) · Watch on YouTube

youtube_video szHY_kvWBIU · row szHY_kvWBIU

LAION-DISCO-12M

Smoke Gets in Your Eyes

Listed as Vocal Majority – Smoke Gets in Your Eyes (The Vocal Majority With Strings) · Watch on YouTube

youtube_video tLyetdPSbLU · row tLyetdPSbLU

LAION-DISCO-12M

God Bless America

Listed as Vocal Majority – God Bless America (For God, Country & You) · Watch on YouTube

youtube_video v1ORMd1b_Mo · row v1ORMd1b_Mo

LAION-DISCO-12M

Today

Listed as Vocal Majority – Today (Best of the Early Years) · Watch on YouTube

youtube_video wEUzMJvjhzI · row wEUzMJvjhzI

LAION-DISCO-12M

Step to the Rear

Listed as Vocal Majority – Step to the Rear (Best of the Early Years) · Watch on YouTube

youtube_video wjI_-sjMrKs · row wjI_-sjMrKs

LAION-DISCO-12M

I Don’t Want to Walk Without You

Listed as Vocal Majority – I Don’t Want to Walk Without You (The Vocal Majority With Strings) · Watch on YouTube

youtube_video yHcXB83Hyvo · row yHcXB83Hyvo

LAION-DISCO-12M

Hallelujah

Listed as Vocal Majority – Hallelujah (The Spirit of Christmas) · Watch on YouTube

youtube_video yNP6Hx5KeVg · row yNP6Hx5KeVg

LAION-DISCO-12M

Chances Are

Listed as Vocal Majority – Chances Are (The Vocal Majority With Strings) · Watch on YouTube

youtube_video ylccmYR5B18 · row ylccmYR5B18

LAION-DISCO-12M

What this means

Last reviewed 2026-09-24.

Presence in a public research dataset shows that a clip of your recording was listed by academic or industry researchers as material for building or testing audio models. It does not by itself show which commercial products, if any, used the clip. The legal picture is moving. On 31 July 2026 the Regional Court of Munich I ruled in GEMA's case against Suno (case 42 O 763/25) that reproducing works for training, holding them in a model in retrievable form, and generating similar outputs can each infringe copyright under German and EU law; the judgment is not final and can be appealed. In the United States, Warner Music Group settled its claims against Suno on 25 November 2025 with a licensing deal, while the parallel claims by Universal and Sony were still pending at that point. Since then BMG (12 August 2026) and Believe/TuneCore (8 September 2026) have signed opt-in licensing deals with Suno.

What you can do

3 routes. None is a guarantee.

UK, PRS members. Send PRS for Music your report and ask what collective or licensing route covers your works.
- PRS for Music and Artificial Intelligence, Version 1 (October 2025), 2025-10-01
- PRS for Music: AI and music copyright, 2026-09-24
Germany, GEMA members. GEMA won a first-instance ruling against Suno on 31 July 2026 and has a licensing model. Ask how they apply to your repertoire.
- GEMA: Suno AI and OpenAI, GEMA sues for fair compensation, 2025-01-21
- DLA Piper: GEMA v Suno, Munich Regional Court judgment of 31 July 2026, 2026-08-28
- Music Business Worldwide: Germany's GEMA launches AI Charter, 2024-11-05
Signed to Warner, BMG or Believe/TuneCore. Each has an opt-in licensing deal with Suno. Ask your label what opting in or out means for you and whether any settlement money reaches artists.
- Music Business Worldwide: Warner Music Group settles with Suno, 2025-11-25
- Music Ally: Suno signs another music licensing deal, with BMG, 2026-08-12
- Music Business Worldwide: Suno inks global deal with Believe, 2026-09-08

Is this you?

Check another name

These pages report where identifiers from public research datasets point. Presence in a dataset is a fact about the dataset, not a claim about the channel or artist, and says nothing about what any company did with the material. If you are this artist and want this page removed, see removals.